Period
to 20 August 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Mathematics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Mathematics over the 6 months to 20 August 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Mathematics (Maths)
Scotland > Glasgow
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 115 80 87
Rank change year-on-year -35 +7 +12
Contract jobs citing Mathematics 4 20 7
As % of all contract IT jobs advertised in Glasgow 0.22% 1.51% 0.55%
As % of the Processes & Methodologies category 0.25% 1.74% 0.64%
Number of daily rates quoted 1 3 5
Glasgow median daily rate £90 £500 £350
Median daily rate % change year-on-year -82.00% +42.86% -6.67%
10th Percentile £85 £425 £335
90th Percentile £95 £525 £365
Scotland median daily rate £350 £375 £260
% change year-on-year -6.67% +44.23% -30.67%
Number of hourly rates quoted 1 0 0
Glasgow median hourly rate £15.00 - -
Scotland median hourly rate £15.00 £13.00 £26.50
% change year-on-year +15.38% -50.94% +51.43%

Mathematics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Contract vacancies with a requirement for process or methodology skills 1,586 1,151 1,090
As % of all contract IT jobs advertised in Glasgow 88.55% 87.07% 85.83%
Number of daily rates quoted 920 619 611
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £263 £263 £215
90th Percentile £538 £500 £475
Scotland median daily rate £400 £388 £375
% change year-on-year +3.23% +3.33% +0.60%
Number of hourly rates quoted 32 20 11
Glasgow median hourly rate £16.68 £20.70 £14.00
Median hourly rate % change year-on-year -19.40% +47.82% -58.52%
10th Percentile £10.75 £12.70 £9.25
90th Percentile £35.00 £35.15 £38.00
Scotland median hourly rate £18.13 £27.50 £36.00
% change year-on-year -34.09% -23.61% +37.30%

Mathematics
Job Vacancy Trend in Glasgow

Job postings citing Mathematics as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Mathematics in Glasgow

Mathematics
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Mathematics in Glasgow.

Contractor daily rate trend for Mathematics in Glasgow

Mathematics
Contractor Hourly Rate Trend in Glasgow

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Mathematics in Glasgow.

Contractor hourly rate trend for Mathematics in Glasgow

For the 6 months to 20 August 2018, IT contractor jobs citing Mathematics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Glasgow region with a requirement for Mathematics.

1 2 (50.00%) Analytical Skills
1 2 (50.00%) Data Structures
2 1 (25.00%) Algorithms
2 1 (25.00%) Cyberthreat
2 1 (25.00%) Windows Server
2 1 (25.00%) Data Acquisition
2 1 (25.00%) Data Science
2 1 (25.00%) Problem-Solving
2 1 (25.00%) SQL
2 1 (25.00%) Microsoft Office
2 1 (25.00%) Web Services
2 1 (25.00%) Windows
2 1 (25.00%) OO
2 1 (25.00%) Python
2 1 (25.00%) Data Mining
2 1 (25.00%) Microsoft
2 1 (25.00%) Citrix
2 1 (25.00%) Avaya
2 1 (25.00%) Benchmarking
2 1 (25.00%) Electronics
2 1 (25.00%) Finance
2 1 (25.00%) Automotive
2 1 (25.00%) Legal
2 1 (25.00%) Manufacturing
2 1 (25.00%) Agile Software Development
2 1 (25.00%) Data Analysis
2 1 (25.00%) Degree
2 1 (25.00%) Computer Science
2 1 (25.00%) Dutch Language
2 1 (25.00%) Django

Mathematics
Co-occurring IT Skills in Glasgow by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 1 (25.00%) Microsoft Office
Communications & Networking
1 1 (25.00%) NAS
Database & Business Intelligence
1 1 (25.00%) Big Data
1 1 (25.00%) Data Mining
1 1 (25.00%) Hadoop
Development Applications
1 1 (25.00%) Git (software)
1 1 (25.00%) Jenkins
General
1 1 (25.00%) Automotive
1 1 (25.00%) Dutch Language
1 1 (25.00%) Electronics
1 1 (25.00%) Finance
1 1 (25.00%) Legal
1 1 (25.00%) Manufacturing
Job Titles
1 2 (50.00%) Developer
2 1 (25.00%) Analytics Developer
2 1 (25.00%) Graduate
2 1 (25.00%) Graduate Systems Engineer
2 1 (25.00%) Python Developer
2 1 (25.00%) Senior Developer
2 1 (25.00%) Senior Python Developer
2 1 (25.00%) Systems Engineer
Libraries, Frameworks & Software Standards
1 1 (25.00%) Django
1 1 (25.00%) NumPy
1 1 (25.00%) Pandas
1 1 (25.00%) RESTful
1 1 (25.00%) Web Services
Miscellaneous
1 2 (50.00%) Analytical Skills
1 2 (50.00%) Data Structures
2 1 (25.00%) Algorithms
2 1 (25.00%) Computer Science
2 1 (25.00%) Cyberthreat
2 1 (25.00%) Embedded Systems
Operating Systems
1 1 (25.00%) Windows
1 1 (25.00%) Windows Server
Processes & Methodologies
1 1 (25.00%) Agile Software Development
1 1 (25.00%) Analytics
1 1 (25.00%) Benchmarking
1 1 (25.00%) Computer Security
1 1 (25.00%) Cybersecurity
1 1 (25.00%) Data Acquisition
1 1 (25.00%) Data Analysis
1 1 (25.00%) Data Science
1 1 (25.00%) DevOps
1 1 (25.00%) Kalman Filter
1 1 (25.00%) OO
1 1 (25.00%) Predictive Modelling
1 1 (25.00%) Problem-Solving
1 1 (25.00%) Visualisation
Programming Languages
1 1 (25.00%) Python
1 1 (25.00%) SQL
Qualifications
1 1 (25.00%) Degree
System Software
1 1 (25.00%) XenApp
Vendors
1 1 (25.00%) Avaya
1 1 (25.00%) Citrix
1 1 (25.00%) Cloudera
1 1 (25.00%) Microsoft
1 1 (25.00%) Splunk